Pandas Profiling Report

Dataset statistics

Number of variables	20
Number of observations	45376
Missing cells	41134
Missing cells (%)	4.5%
Duplicate rows	16
Duplicate rows (%)	< 0.1%
Total size in memory	55.6 MiB
Average record size in memory	1.3 KiB

Variable types

Numeric	9
Text	4
DateTime	1
Unsupported	5
Categorical	1

Alerts

Dataset has 16 (< 0.1%) duplicate rows	Duplicates
`budget` is highly overall correlated with `return` and 1 other fields	High correlation
`popularity` is highly overall correlated with `vote_count`	High correlation
`return` is highly overall correlated with `budget` and 1 other fields	High correlation
`revenue` is highly overall correlated with `budget` and 2 other fields	High correlation
`vote_count` is highly overall correlated with `popularity` and 1 other fields	High correlation
`status` is highly imbalanced (96.6%)	Imbalance
`belongs_to_collection` has 40888 (90.1%) missing values	Missing
`popularity` is highly skewed (γ1 = 29.21506573)	Skewed
`return` is highly skewed (γ1 = 138.3295261)	Skewed
`genres` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`production_companies` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`production_countries` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`spoken_languages` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`belongs_to_collection` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`runtime` has 1535 (3.4%) zeros	Zeros
`budget` has 36490 (80.4%) zeros	Zeros
`revenue` has 37969 (83.7%) zeros	Zeros
`vote_average` has 2947 (6.5%) zeros	Zeros
`vote_count` has 2849 (6.3%) zeros	Zeros
`return` has 40057 (88.3%) zeros	Zeros

Reproduction

Analysis started	2025-02-18 17:13:37.062245
Analysis finished	2025-02-18 17:14:24.951472
Duration	47.89 seconds
Software version	ydata-profiling vv4.12.2
Download configuration	config.json

movie_id
Real number (ℝ)

Distinct	45346
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	108027.1

Minimum	2
Maximum	469172
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	354.6 KiB

Quantile statistics

Minimum	2
5-th percentile	5348.75
Q1	26385.75
median	59857.5
Q3	156533.5
95-th percentile	357194.5
Maximum	469172
Range	469170
Interquartile range (IQR)	130147.75

Descriptive statistics

Standard deviation	112168.38
Coefficient of variation (CV)	1.0383355
Kurtosis	0.55951556
Mean	108027.1
Median Absolute Deviation (MAD)	44418.5
Skewness	1.2830689
Sum	4.9018378 × 10⁹
Variance	1.2581745 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
141971	3	< 0.1%
97995	2	< 0.1%
10991	2	< 0.1%
109962	2	< 0.1%
119916	2	< 0.1%
159849	2	< 0.1%
84198	2	< 0.1%
132641	2	< 0.1%
168538	2	< 0.1%
99080	2	< 0.1%
Other values (45336)	45355	> 99.9%

Value	Count	Frequency (%)
2	1	< 0.1%
3	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
11	1	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
14	1	< 0.1%
15	1	< 0.1%
16	1	< 0.1%

Value	Count	Frequency (%)
469172	1	< 0.1%
468707	1	< 0.1%
468343	1	< 0.1%
467731	1	< 0.1%
465044	1	< 0.1%
464819	1	< 0.1%
464207	1	< 0.1%
464111	1	< 0.1%
463906	1	< 0.1%
463800	1	< 0.1%

title
Text

Distinct	42196
Distinct (%)	93.0%
Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

Length

Max length	105
Median length	79
Mean length	16.701781
Min length	1

Characters and Unicode

Total characters	757860
Distinct characters	287
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	39869 ?
Unique (%)	87.9%

Sample

1st row	Toy Story
2nd row	Jumanji
3rd row	Grumpier Old Men
4th row	Waiting to Exhale
5th row	Father of the Bride Part II

Value	Count	Frequency (%)
the	14555	10.7%
of	4930	3.6%
a	2241	1.6%
in	1693	1.2%
and	1631	1.2%
to	1054	0.8%
	757	0.6%
man	665	0.5%
love	664	0.5%
for	601	0.4%
Other values (24353)	107390	78.9%

Most occurring characters

Value	Count	Frequency (%)
	90827	12.0%
e	76251	10.1%
a	48940	6.5%
o	45671	6.0%
n	40817	5.4%
r	40018	5.3%
i	39764	5.2%
t	36722	4.8%
s	29519	3.9%
h	28516	3.8%
Other values (277)	280815	37.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	757860	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	90827	12.0%
e	76251	10.1%
a	48940	6.5%
o	45671	6.0%
n	40817	5.4%
r	40018	5.3%
i	39764	5.2%
t	36722	4.8%
s	29519	3.9%
h	28516	3.8%
Other values (277)	280815	37.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	757860	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	90827	12.0%
e	76251	10.1%
a	48940	6.5%
o	45671	6.0%
n	40817	5.4%
r	40018	5.3%
i	39764	5.2%
t	36722	4.8%
s	29519	3.9%
h	28516	3.8%
Other values (277)	280815	37.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	757860	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	90827	12.0%
e	76251	10.1%
a	48940	6.5%
o	45671	6.0%
n	40817	5.4%
r	40018	5.3%
i	39764	5.2%
t	36722	4.8%
s	29519	3.9%
h	28516	3.8%
Other values (277)	280815	37.1%

tagline
Text

Distinct	20270
Distinct (%)	44.7%
Missing	0
Missing (%)	0.0%
Memory size	3.5 MiB

Length

Max length	297
Median length	3
Mean length	22.779134
Min length	1

Characters and Unicode

Total characters	1033626
Distinct characters	170
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	20163 ?
Unique (%)	44.4%

Sample

1st row	nan
2nd row	Roll the dice and unleash the excitement!
3rd row	Still Yelling. Still Fighting. Still Ready for Love.
4th row	Friends are the people who let you be yourself... and never let you forget it.
5th row	Just When His World Is Back To Normal... He's In For The Surprise Of His Life!

Value	Count	Frequency (%)
nan	24978	12.6%
the	10998	5.5%
a	6815	3.4%
of	4404	2.2%
to	3584	1.8%
is	2796	1.4%
in	2693	1.4%
and	2682	1.3%
you	2389	1.2%
	1582	0.8%
Other values (15101)	135993	68.4%

Most occurring characters

Value	Count	Frequency (%)
	153686	14.9%
n	97454	9.4%
e	94412	9.1%
a	76451	7.4%
t	57267	5.5%
o	56566	5.5%
i	46036	4.5%
r	44992	4.4%
s	42360	4.1%
h	37172	3.6%
Other values (160)	327230	31.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1033626	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	153686	14.9%
n	97454	9.4%
e	94412	9.1%
a	76451	7.4%
t	57267	5.5%
o	56566	5.5%
i	46036	4.5%
r	44992	4.4%
s	42360	4.1%
h	37172	3.6%
Other values (160)	327230	31.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1033626	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	153686	14.9%
n	97454	9.4%
e	94412	9.1%
a	76451	7.4%
t	57267	5.5%
o	56566	5.5%
i	46036	4.5%
r	44992	4.4%
s	42360	4.1%
h	37172	3.6%
Other values (160)	327230	31.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1033626	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	153686	14.9%
n	97454	9.4%
e	94412	9.1%
a	76451	7.4%
t	57267	5.5%
o	56566	5.5%
i	46036	4.5%
r	44992	4.4%
s	42360	4.1%
h	37172	3.6%
Other values (160)	327230	31.7%

release_date
Date

Distinct	17333
Distinct (%)	38.2%
Missing	0
Missing (%)	0.0%
Memory size	354.6 KiB

Minimum	1874-12-09 00:00:00
Maximum	2020-12-16 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

release_year
Real number (ℝ)

Distinct	135
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1991.8812

Minimum	1874
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	354.6 KiB

Quantile statistics

Minimum	1874
5-th percentile	1941
Q1	1978
median	2001
Q3	2010
95-th percentile	2015
Maximum	2020
Range	146
Interquartile range (IQR)	32

Descriptive statistics

Standard deviation	24.05536
Coefficient of variation (CV)	0.012076704
Kurtosis	0.84010576
Mean	1991.8812
Median Absolute Deviation (MAD)	12
Skewness	-1.2248636
Sum	90383601
Variance	578.66033
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2014	1974	4.4%
2015	1905	4.2%
2013	1889	4.2%
2012	1722	3.8%
2011	1667	3.7%
2016	1604	3.5%
2009	1586	3.5%
2010	1501	3.3%
2008	1473	3.2%
2007	1320	2.9%
Other values (125)	28735	63.3%

Value	Count	Frequency (%)
1874	1	< 0.1%
1878	1	< 0.1%
1883	1	< 0.1%
1887	1	< 0.1%
1888	2	< 0.1%
1890	5	< 0.1%
1891	6	< 0.1%
1892	3	< 0.1%
1893	1	< 0.1%
1894	13	< 0.1%

Value	Count	Frequency (%)
2020	1	< 0.1%
2018	5	< 0.1%
2017	532	1.2%
2016	1604	3.5%
2015	1905	4.2%
2014	1974	4.4%
2013	1889	4.2%
2012	1722	3.8%
2011	1667	3.7%
2010	1501	3.3%

runtime
Real number (ℝ)

Zeros

Distinct	353
Distinct (%)	0.8%
Missing	246
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	94.181675

Minimum	0
Maximum	1256
Zeros	1535
Zeros (%)	3.4%
Negative	0
Negative (%)	0.0%
Memory size	354.6 KiB

Quantile statistics

Minimum	0
5-th percentile	12
Q1	85
median	95
Q3	107
95-th percentile	138
Maximum	1256
Range	1256
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	38.341059
Coefficient of variation (CV)	0.4070968
Kurtosis	93.925543
Mean	94.181675
Median Absolute Deviation (MAD)	11
Skewness	4.4907363
Sum	4250419
Variance	1470.0368
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90	2549	5.6%
0	1535	3.4%
100	1470	3.2%
95	1410	3.1%
93	1214	2.7%
96	1104	2.4%
92	1079	2.4%
94	1062	2.3%
91	1055	2.3%
88	1030	2.3%
Other values (343)	31622	69.7%

Value	Count	Frequency (%)
0	1535	3.4%
1	107	0.2%
2	33	0.1%
3	48	0.1%
4	50	0.1%
5	51	0.1%
6	72	0.2%
7	103	0.2%
8	78	0.2%
9	63	0.1%

Value	Count	Frequency (%)
1256	1	< 0.1%
1140	2	< 0.1%
931	1	< 0.1%
925	1	< 0.1%
900	1	< 0.1%
877	1	< 0.1%
874	1	< 0.1%
840	2	< 0.1%
780	1	< 0.1%
720	1	< 0.1%

budget
Real number (ℝ)

High correlation Zeros

Distinct	1223
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4232604.4

Minimum	0
Maximum	3.8 × 10⁸
Zeros	36490
Zeros (%)	80.4%
Negative	0
Negative (%)	0.0%
Memory size	354.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	25000000
Maximum	3.8 × 10⁸
Range	3.8 × 10⁸
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	17439860
Coefficient of variation (CV)	4.1203614
Kurtosis	66.634491
Mean	4232604.4
Median Absolute Deviation (MAD)	0
Skewness	7.1183385
Sum	1.9205866 × 10¹¹
Variance	3.041487 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	36490	80.4%
5000000	286	0.6%
10000000	259	0.6%
20000000	243	0.5%
2000000	242	0.5%
15000000	226	0.5%
3000000	223	0.5%
25000000	206	0.5%
1000000	197	0.4%
30000000	190	0.4%
Other values (1213)	6814	15.0%

Value	Count	Frequency (%)
0	36490	80.4%
1	25	0.1%
2	14	< 0.1%
3	9	< 0.1%
4	8	< 0.1%
5	8	< 0.1%
6	5	< 0.1%
7	4	< 0.1%
8	5	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
380000000	1	< 0.1%
300000000	1	< 0.1%
280000000	1	< 0.1%
270000000	1	< 0.1%
260000000	3	< 0.1%
258000000	1	< 0.1%
255000000	1	< 0.1%
250000000	10	< 0.1%
245000000	2	< 0.1%
237000000	1	< 0.1%

revenue
Real number (ℝ)

High correlation Zeros

Distinct	6863
Distinct (%)	15.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11230099

Minimum	0
Maximum	2.7879651 × 10⁹
Zeros	37969
Zeros (%)	83.7%
Negative	0
Negative (%)	0.0%
Memory size	354.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	48020044
Maximum	2.7879651 × 10⁹
Range	2.7879651 × 10⁹
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	64389957
Coefficient of variation (CV)	5.7336944
Kurtosis	237.07741
Mean	11230099
Median Absolute Deviation (MAD)	0
Skewness	12.254722
Sum	5.0957698 × 10¹¹
Variance	4.1460665 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	37969	83.7%
12000000	20	< 0.1%
10000000	19	< 0.1%
11000000	19	< 0.1%
2000000	18	< 0.1%
6000000	17	< 0.1%
5000000	14	< 0.1%
8000000	13	< 0.1%
500000	13	< 0.1%
1	12	< 0.1%
Other values (6853)	7262	16.0%

Value	Count	Frequency (%)
0	37969	83.7%
1	12	< 0.1%
2	3	< 0.1%
3	9	< 0.1%
4	4	< 0.1%
5	5	< 0.1%
6	2	< 0.1%
7	4	< 0.1%
8	5	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
2787965087	1	< 0.1%
2068223624	1	< 0.1%
1845034188	1	< 0.1%
1519557910	1	< 0.1%
1513528810	1	< 0.1%
1506249360	1	< 0.1%
1405403694	1	< 0.1%
1342000000	1	< 0.1%
1274219009	1	< 0.1%
1262886337	1	< 0.1%

genres
Unsupported

Rejected Unsupported

Missing	0
Missing (%)	0.0%
Memory size	4.9 MiB

production_companies
Unsupported

Rejected Unsupported

Missing	0
Missing (%)	0.0%
Memory size	4.3 MiB

production_countries
Unsupported

Rejected Unsupported

Missing	0
Missing (%)	0.0%
Memory size	4.2 MiB

spoken_languages
Unsupported

Rejected Unsupported

Missing	0
Missing (%)	0.0%
Memory size	4.3 MiB

original_language
Text

Distinct	90
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

Length

Max length	3
Median length	2
Mean length	2.0002424
Min length	2

Characters and Unicode

Total characters	90763
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	17 ?
Unique (%)	< 0.1%

Sample

1st row	en
2nd row	en
3rd row	en
4th row	en
5th row	en

Value	Count	Frequency (%)
en	32202	71.0%
fr	2437	5.4%
it	1528	3.4%
ja	1349	3.0%
de	1078	2.4%
es	992	2.2%
ru	822	1.8%
hi	508	1.1%
ko	444	1.0%
zh	408	0.9%
Other values (80)	3608	8.0%

Most occurring characters

Value	Count	Frequency (%)
e	34527	38.0%
n	32932	36.3%
r	3630	4.0%
f	2835	3.1%
i	2388	2.6%
t	2250	2.5%
a	1850	2.0%
s	1652	1.8%
j	1350	1.5%
d	1323	1.5%
Other values (16)	6026	6.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	90763	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	34527	38.0%
n	32932	36.3%
r	3630	4.0%
f	2835	3.1%
i	2388	2.6%
t	2250	2.5%
a	1850	2.0%
s	1652	1.8%
j	1350	1.5%
d	1323	1.5%
Other values (16)	6026	6.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	90763	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	34527	38.0%
n	32932	36.3%
r	3630	4.0%
f	2835	3.1%
i	2388	2.6%
t	2250	2.5%
a	1850	2.0%
s	1652	1.8%
j	1350	1.5%
d	1323	1.5%
Other values (16)	6026	6.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	90763	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	34527	38.0%
n	32932	36.3%
r	3630	4.0%
f	2835	3.1%
i	2388	2.6%
t	2250	2.5%
a	1850	2.0%
s	1652	1.8%
j	1350	1.5%
d	1323	1.5%
Other values (16)	6026	6.6%

overview
Text

Distinct	44233
Distinct (%)	97.5%
Missing	0
Missing (%)	0.0%
Memory size	20.0 MiB

Length

Max length	1000
Median length	790
Mean length	316.6548
Min length	1

Characters and Unicode

Total characters	14368528
Distinct characters	429
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	44173 ?
Unique (%)	97.3%

Sample

1st row	Led by Woody, Andy's toys live happily in his room until Andy's birthday brings Buzz Lightyear onto the scene. Afraid of losing his place in Andy's heart, Woody plots against Buzz. But when circumstances separate Buzz and Woody from their owner, the duo eventually learns to put aside their differences.
2nd row	When siblings Judy and Peter discover an enchanted board game that opens the door to a magical world, they unwittingly invite Alan -- an adult who's been trapped inside the game for 26 years -- into their living room. Alan's only hope for freedom is to finish the game, which proves risky as all three find themselves running from giant rhinoceroses, evil monkeys and other terrifying creatures.
3rd row	A family wedding reignites the ancient feud between next-door neighbors and fishing buddies John and Max. Meanwhile, a sultry Italian divorcée opens a restaurant at the local bait shop, alarming the locals who worry she'll scare the fish away. But she's less interested in seafood than she is in cooking up a hot time with Max.
4th row	Cheated on, mistreated and stepped on, the women are holding their breath, waiting for the elusive "good man" to break a string of less-than-stellar lovers. Friends and confidants Vannah, Bernie, Glo and Robin talk it all out, determined to find a better way to breathe.
5th row	Just when George Banks has recovered from his daughter's wedding, he receives the news that she's pregnant ... and that George's wife, Nina, is expecting too. He was planning on selling their home, but that's a plan that -- like George -- will have to change with the arrival of both a grandchild and a kid of his own.

Value	Count	Frequency (%)
the	138082	5.6%
a	98889	4.0%
and	75259	3.1%
to	73321	3.0%
of	69574	2.8%
in	48143	2.0%
is	36500	1.5%
his	36165	1.5%
with	23902	1.0%
her	21484	0.9%
Other values (97091)	1828330	74.6%

Most occurring characters

Value	Count	Frequency (%)
	2406350	16.7%
e	1363787	9.5%
a	941443	6.6%
t	934766	6.5%
i	851514	5.9%
o	829873	5.8%
n	824483	5.7%
s	767851	5.3%
r	744274	5.2%
h	600810	4.2%
Other values (419)	4103377	28.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	14368528	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	2406350	16.7%
e	1363787	9.5%
a	941443	6.6%
t	934766	6.5%
i	851514	5.9%
o	829873	5.8%
n	824483	5.7%
s	767851	5.3%
r	744274	5.2%
h	600810	4.2%
Other values (419)	4103377	28.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	14368528	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	2406350	16.7%
e	1363787	9.5%
a	941443	6.6%
t	934766	6.5%
i	851514	5.9%
o	829873	5.8%
n	824483	5.7%
s	767851	5.3%
r	744274	5.2%
h	600810	4.2%
Other values (419)	4103377	28.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	14368528	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	2406350	16.7%
e	1363787	9.5%
a	941443	6.6%
t	934766	6.5%
i	851514	5.9%
o	829873	5.8%
n	824483	5.7%
s	767851	5.3%
r	744274	5.2%
h	600810	4.2%
Other values (419)	4103377	28.6%

popularity
Real number (ℝ)

High correlation Skewed

Distinct	43731
Distinct (%)	96.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.9264576

Minimum	0
Maximum	547.4883
Zeros	40
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	354.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.02079775
Q1	0.3888395
median	1.1304545
Q3	3.6916945
95-th percentile	11.063627
Maximum	547.4883
Range	547.4883
Interquartile range (IQR)	3.302855

Descriptive statistics

Standard deviation	6.0096718
Coefficient of variation (CV)	2.0535653
Kurtosis	1923.6882
Mean	2.9264576
Median Absolute Deviation (MAD)	0.9676215
Skewness	29.215066
Sum	132790.94
Variance	36.116156
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1 × 10^-6	56	0.1%
0.000308	42	0.1%
0	40	0.1%
0.00022	39	0.1%
0.000844	38	0.1%
0.000578	38	0.1%
0.001177	38	0.1%
0.002001	27	0.1%
0.003013	21	< 0.1%
0.00353	19	< 0.1%
Other values (43721)	45018	99.2%

Value	Count	Frequency (%)
0	40	0.1%
1 × 10^-6	56	0.1%
2 × 10^-6	6	< 0.1%
3 × 10^-6	6	< 0.1%
4 × 10^-6	5	< 0.1%
5 × 10^-6	1	< 0.1%
6 × 10^-6	2	< 0.1%
7 × 10^-6	1	< 0.1%
8 × 10^-6	6	< 0.1%
9 × 10^-6	2	< 0.1%

Value	Count	Frequency (%)
547.488298	1	< 0.1%
294.337037	1	< 0.1%
287.253654	1	< 0.1%
228.032744	1	< 0.1%
213.849907	1	< 0.1%
187.860492	1	< 0.1%
185.330992	1	< 0.1%
185.070892	1	< 0.1%
183.870374	1	< 0.1%
154.801009	1	< 0.1%

vote_average
Real number (ℝ)

Zeros

Distinct	92
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.62407

Minimum	0
Maximum	10
Zeros	2947
Zeros (%)	6.5%
Negative	0
Negative (%)	0.0%
Memory size	354.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	6
Q3	6.8
95-th percentile	7.8
Maximum	10
Range	10
Interquartile range (IQR)	1.8

Descriptive statistics

Standard deviation	1.9154225
Coefficient of variation (CV)	0.34057587
Kurtosis	2.5420547
Mean	5.62407
Median Absolute Deviation (MAD)	0.9
Skewness	-1.524472
Sum	255197.8
Variance	3.6688434
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2947	6.5%
6	2462	5.4%
5	1998	4.4%
7	1883	4.1%
6.5	1722	3.8%
6.3	1603	3.5%
5.5	1381	3.0%
5.8	1369	3.0%
6.4	1350	3.0%
6.7	1342	3.0%
Other values (82)	27319	60.2%

Value	Count	Frequency (%)
0	2947	6.5%
0.5	13	< 0.1%
0.7	1	< 0.1%
1	103	0.2%
1.1	1	< 0.1%
1.2	4	< 0.1%
1.3	13	< 0.1%
1.4	5	< 0.1%
1.5	30	0.1%
1.6	6	< 0.1%

Value	Count	Frequency (%)
10	185	0.4%
9.8	1	< 0.1%
9.6	1	< 0.1%
9.5	18	< 0.1%
9.4	3	< 0.1%
9.3	18	< 0.1%
9.2	4	< 0.1%
9.1	2	< 0.1%
9	158	0.3%
8.9	7	< 0.1%

vote_count
Real number (ℝ)

High correlation Zeros

Distinct	1820
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	110.09644

Minimum	0
Maximum	14075
Zeros	2849
Zeros (%)	6.3%
Negative	0
Negative (%)	0.0%
Memory size	354.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	10
Q3	34
95-th percentile	434
Maximum	14075
Range	14075
Interquartile range (IQR)	31

Descriptive statistics

Standard deviation	491.74289
Coefficient of variation (CV)	4.4664741
Kurtosis	150.92858
Mean	110.09644
Median Absolute Deviation (MAD)	8
Skewness	10.440782
Sum	4995736
Variance	241811.07
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	3242	7.1%
2	3127	6.9%
0	2849	6.3%
3	2785	6.1%
4	2478	5.5%
5	2097	4.6%
6	1747	3.9%
7	1570	3.5%
8	1359	3.0%
9	1194	2.6%
Other values (1810)	22928	50.5%

Value	Count	Frequency (%)
0	2849	6.3%
1	3242	7.1%
2	3127	6.9%
3	2785	6.1%
4	2478	5.5%
5	2097	4.6%
6	1747	3.9%
7	1570	3.5%
8	1359	3.0%
9	1194	2.6%

Value	Count	Frequency (%)
14075	1	< 0.1%
12269	1	< 0.1%
12114	1	< 0.1%
12000	1	< 0.1%
11444	1	< 0.1%
11187	1	< 0.1%
10297	1	< 0.1%
10014	1	< 0.1%
9678	1	< 0.1%
9634	1	< 0.1%

belongs_to_collection
Unsupported

Missing Rejected Unsupported

Missing	40888
Missing (%)	90.1%
Memory size	2.3 MiB

status
Categorical

Imbalance

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

Released	44936
Rumored	230
Post Production	97
nan	80
In Production	19
Other values (2)	14

Length

Max length	15
Median length	8
Mean length	8.002887
Min length	3

Characters and Unicode

Total characters	363139
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Released
2nd row	Released
3rd row	Released
4th row	Released
5th row	Released

Common Values

Value	Count	Frequency (%)
Released	44936	99.0%
Rumored	230	0.5%
Post Production	97	0.2%
nan	80	0.2%
In Production	19	< 0.1%
Planned	13	< 0.1%
Canceled	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
released	44936	98.8%
rumored	230	0.5%
production	116	0.3%
post	97	0.2%
nan	80	0.2%
in	19	< 0.1%
planned	13	< 0.1%
canceled	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	135053	37.2%
d	45296	12.5%
R	45166	12.4%
s	45033	12.4%
a	45030	12.4%
l	44950	12.4%
o	559	0.2%
r	346	0.1%
u	346	0.1%
n	322	0.1%
Other values (8)	1038	0.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	363139	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	135053	37.2%
d	45296	12.5%
R	45166	12.4%
s	45033	12.4%
a	45030	12.4%
l	44950	12.4%
o	559	0.2%
r	346	0.1%
u	346	0.1%
n	322	0.1%
Other values (8)	1038	0.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	363139	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	135053	37.2%
d	45296	12.5%
R	45166	12.4%
s	45033	12.4%
a	45030	12.4%
l	44950	12.4%
o	559	0.2%
r	346	0.1%
u	346	0.1%
n	322	0.1%
Other values (8)	1038	0.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	363139	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	135053	37.2%
d	45296	12.5%
R	45166	12.4%
s	45033	12.4%
a	45030	12.4%
l	44950	12.4%
o	559	0.2%
r	346	0.1%
u	346	0.1%
n	322	0.1%
Other values (8)	1038	0.3%

return
Real number (ℝ)

High correlation Skewed Zeros

Distinct	1256
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	660.04279

Minimum	0
Maximum	12396383
Zeros	40057
Zeros (%)	88.3%
Negative	0
Negative (%)	0.0%
Memory size	354.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2.54
Maximum	12396383
Range	12396383
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	74693.294
Coefficient of variation (CV)	113.16432
Kurtosis	20672.957
Mean	660.04279
Median Absolute Deviation (MAD)	0
Skewness	138.32953
Sum	29950102
Variance	5.5790882 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	40057	88.3%
0.01	64	0.1%
0.02	38	0.1%
1	34	0.1%
0.08	29	0.1%
0.06	27	0.1%
0.03	25	0.1%
0.62	25	0.1%
1.1	24	0.1%
1.2	23	0.1%
Other values (1246)	5030	11.1%

Value	Count	Frequency (%)
0	40057	88.3%
0.01	64	0.1%
0.02	38	0.1%
0.03	25	0.1%
0.04	19	< 0.1%
0.05	22	< 0.1%
0.06	27	0.1%
0.07	18	< 0.1%
0.08	29	0.1%
0.09	16	< 0.1%

Value	Count	Frequency (%)
12396383	1	< 0.1%
8500000	1	< 0.1%
4197476.62	1	< 0.1%
2755584	1	< 0.1%
1018619.28	1	< 0.1%
1000000	1	< 0.1%
26881.72	1	< 0.1%
12890.39	1	< 0.1%
5330.34	1	< 0.1%
4133.33	1	< 0.1%

	budget	movie_id	popularity	release_year	return	revenue	runtime	status	vote_average	vote_count
budget	1.000	-0.255	0.463	0.141	0.771	0.644	0.227	0.000	0.072	0.484
movie_id	-0.255	1.000	-0.410	0.392	-0.263	-0.278	-0.205	0.053	-0.149	-0.433
popularity	0.463	-0.410	1.000	0.186	0.446	0.491	0.307	0.000	0.241	0.893
release_year	0.141	0.392	0.186	1.000	0.085	0.104	0.034	0.027	-0.009	0.197
return	0.771	-0.263	0.446	0.085	1.000	0.849	0.234	0.000	0.121	0.473
revenue	0.644	-0.278	0.491	0.104	0.849	1.000	0.254	0.000	0.127	0.513
runtime	0.227	-0.205	0.307	0.034	0.234	0.254	1.000	0.000	0.193	0.290
status	0.000	0.053	0.000	0.027	0.000	0.000	0.000	1.000	0.025	0.000
vote_average	0.072	-0.149	0.241	-0.009	0.121	0.127	0.193	0.025	1.000	0.318
vote_count	0.484	-0.433	0.893	0.197	0.473	0.513	0.290	0.000	0.318	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

	movie_id	title	tagline	release_date	release_year	runtime	budget	revenue	genres	production_companies	production_countries	spoken_languages	original_language	overview	popularity	vote_average	vote_count	belongs_to_collection	status	return
0	862	Toy Story	nan	1995-10-30	1995	81.0	30000000	373554033	[{'id': 16, 'name': 'Animation'}, {'id': 35, 'name': 'Comedy'}, {'id': 10751, 'name': 'Family'}]	[{'name': 'Pixar Animation Studios', 'id': 3}]	[{'iso_3166_1': 'US', 'name': 'United States of America'}]	[{'iso_639_1': 'en', 'name': 'English'}]	en	Led by Woody, Andy's toys live happily in his room until Andy's birthday brings Buzz Lightyear onto the scene. Afraid of losing his place in Andy's heart, Woody plots against Buzz. But when circumstances separate Buzz and Woody from their owner, the duo eventually learns to put aside their differences.	21.946943	7.7	5415.0	{'id': 10194, 'name': 'Toy Story Collection', 'poster_path': '/7G9915LfUQ2lVfwMEEhDsn3kT4B.jpg', 'backdrop_path': '/9FBwqcd9IRruEDUrTdcaafOMKUq.jpg'}	Released	12.45
1	8844	Jumanji	Roll the dice and unleash the excitement!	1995-12-15	1995	104.0	65000000	262797249	[{'id': 12, 'name': 'Adventure'}, {'id': 14, 'name': 'Fantasy'}, {'id': 10751, 'name': 'Family'}]	[{'name': 'TriStar Pictures', 'id': 559}, {'name': 'Teitler Film', 'id': 2550}, {'name': 'Interscope Communications', 'id': 10201}]	[{'iso_3166_1': 'US', 'name': 'United States of America'}]	[{'iso_639_1': 'en', 'name': 'English'}, {'iso_639_1': 'fr', 'name': 'Français'}]	en	When siblings Judy and Peter discover an enchanted board game that opens the door to a magical world, they unwittingly invite Alan -- an adult who's been trapped inside the game for 26 years -- into their living room. Alan's only hope for freedom is to finish the game, which proves risky as all three find themselves running from giant rhinoceroses, evil monkeys and other terrifying creatures.	17.015539	6.9	2413.0	NaN	Released	4.04
2	15602	Grumpier Old Men	Still Yelling. Still Fighting. Still Ready for Love.	1995-12-22	1995	101.0	0	0	[{'id': 10749, 'name': 'Romance'}, {'id': 35, 'name': 'Comedy'}]	[{'name': 'Warner Bros.', 'id': 6194}, {'name': 'Lancaster Gate', 'id': 19464}]	[{'iso_3166_1': 'US', 'name': 'United States of America'}]	[{'iso_639_1': 'en', 'name': 'English'}]	en	A family wedding reignites the ancient feud between next-door neighbors and fishing buddies John and Max. Meanwhile, a sultry Italian divorcée opens a restaurant at the local bait shop, alarming the locals who worry she'll scare the fish away. But she's less interested in seafood than she is in cooking up a hot time with Max.	11.712900	6.5	92.0	{'id': 119050, 'name': 'Grumpy Old Men Collection', 'poster_path': '/nLvUdqgPgm3F85NMCii9gVFUcet.jpg', 'backdrop_path': '/hypTnLot2z8wpFS7qwsQHW1uV8u.jpg'}	Released	0.00
3	31357	Waiting to Exhale	Friends are the people who let you be yourself... and never let you forget it.	1995-12-22	1995	127.0	16000000	81452156	[{'id': 35, 'name': 'Comedy'}, {'id': 18, 'name': 'Drama'}, {'id': 10749, 'name': 'Romance'}]	[{'name': 'Twentieth Century Fox Film Corporation', 'id': 306}]	[{'iso_3166_1': 'US', 'name': 'United States of America'}]	[{'iso_639_1': 'en', 'name': 'English'}]	en	Cheated on, mistreated and stepped on, the women are holding their breath, waiting for the elusive "good man" to break a string of less-than-stellar lovers. Friends and confidants Vannah, Bernie, Glo and Robin talk it all out, determined to find a better way to breathe.	3.859495	6.1	34.0	NaN	Released	5.09
4	11862	Father of the Bride Part II	Just When His World Is Back To Normal... He's In For The Surprise Of His Life!	1995-02-10	1995	106.0	0	76578911	[{'id': 35, 'name': 'Comedy'}]	[{'name': 'Sandollar Productions', 'id': 5842}, {'name': 'Touchstone Pictures', 'id': 9195}]	[{'iso_3166_1': 'US', 'name': 'United States of America'}]	[{'iso_639_1': 'en', 'name': 'English'}]	en	Just when George Banks has recovered from his daughter's wedding, he receives the news that she's pregnant ... and that George's wife, Nina, is expecting too. He was planning on selling their home, but that's a plan that -- like George -- will have to change with the arrival of both a grandchild and a kid of his own.	8.387519	5.7	173.0	{'id': 96871, 'name': 'Father of the Bride Collection', 'poster_path': '/nts4iOmNnq7GNicycMJ9pSAn204.jpg', 'backdrop_path': '/7qwE57OVZmMJChBpLEbJEmzUydk.jpg'}	Released	0.00
5	949	Heat	A Los Angeles Crime Saga	1995-12-15	1995	170.0	60000000	187436818	[{'id': 28, 'name': 'Action'}, {'id': 80, 'name': 'Crime'}, {'id': 18, 'name': 'Drama'}, {'id': 53, 'name': 'Thriller'}]	[{'name': 'Regency Enterprises', 'id': 508}, {'name': 'Forward Pass', 'id': 675}, {'name': 'Warner Bros.', 'id': 6194}]	[{'iso_3166_1': 'US', 'name': 'United States of America'}]	[{'iso_639_1': 'en', 'name': 'English'}, {'iso_639_1': 'es', 'name': 'Español'}]	en	Obsessive master thief, Neil McCauley leads a top-notch crew on various insane heists throughout Los Angeles while a mentally unstable detective, Vincent Hanna pursues him without rest. Each man recognizes and respects the ability and the dedication of the other even though they are aware their cat-and-mouse game may end in violence.	17.924927	7.7	1886.0	NaN	Released	3.12
6	11860	Sabrina	You are cordially invited to the most surprising merger of the year.	1995-12-15	1995	127.0	58000000	0	[{'id': 35, 'name': 'Comedy'}, {'id': 10749, 'name': 'Romance'}]	[{'name': 'Paramount Pictures', 'id': 4}, {'name': 'Scott Rudin Productions', 'id': 258}, {'name': 'Mirage Enterprises', 'id': 932}, {'name': 'Sandollar Productions', 'id': 5842}, {'name': 'Constellation Entertainment', 'id': 14941}, {'name': 'Worldwide', 'id': 55873}, {'name': 'Mont Blanc Entertainment GmbH', 'id': 58079}]	[{'iso_3166_1': 'DE', 'name': 'Germany'}, {'iso_3166_1': 'US', 'name': 'United States of America'}]	[{'iso_639_1': 'fr', 'name': 'Français'}, {'iso_639_1': 'en', 'name': 'English'}]	en	An ugly duckling having undergone a remarkable change, still harbors feelings for her crush: a carefree playboy, but not before his business-focused brother has something to say about it.	6.677277	6.2	141.0	NaN	Released	0.00
7	45325	Tom and Huck	The Original Bad Boys.	1995-12-22	1995	97.0	0	0	[{'id': 28, 'name': 'Action'}, {'id': 12, 'name': 'Adventure'}, {'id': 18, 'name': 'Drama'}, {'id': 10751, 'name': 'Family'}]	[{'name': 'Walt Disney Pictures', 'id': 2}]	[{'iso_3166_1': 'US', 'name': 'United States of America'}]	[{'iso_639_1': 'en', 'name': 'English'}, {'iso_639_1': 'de', 'name': 'Deutsch'}]	en	A mischievous young boy, Tom Sawyer, witnesses a murder by the deadly Injun Joe. Tom becomes friends with Huckleberry Finn, a boy with no future and no family. Tom has to choose between honoring a friendship or honoring an oath because the town alcoholic is accused of the murder. Tom and Huck go through several adventures trying to retrieve evidence.	2.561161	5.4	45.0	NaN	Released	0.00
8	9091	Sudden Death	Terror goes into overtime.	1995-12-22	1995	106.0	35000000	64350171	[{'id': 28, 'name': 'Action'}, {'id': 12, 'name': 'Adventure'}, {'id': 53, 'name': 'Thriller'}]	[{'name': 'Universal Pictures', 'id': 33}, {'name': 'Imperial Entertainment', 'id': 21437}, {'name': 'Signature Entertainment', 'id': 23770}]	[{'iso_3166_1': 'US', 'name': 'United States of America'}]	[{'iso_639_1': 'en', 'name': 'English'}]	en	International action superstar Jean Claude Van Damme teams with Powers Boothe in a Tension-packed, suspense thriller, set against the back-drop of a Stanley Cup game.Van Damme portrays a father whose daughter is suddenly taken during a championship hockey game. With the captors demanding a billion dollars by game's end, Van Damme frantically sets a plan in motion to rescue his daughter and abort an impending explosion before the final buzzer...	5.231580	5.5	174.0	NaN	Released	1.84
9	710	GoldenEye	No limits. No fears. No substitutes.	1995-11-16	1995	130.0	58000000	352194034	[{'id': 12, 'name': 'Adventure'}, {'id': 28, 'name': 'Action'}, {'id': 53, 'name': 'Thriller'}]	[{'name': 'United Artists', 'id': 60}, {'name': 'Eon Productions', 'id': 7576}]	[{'iso_3166_1': 'GB', 'name': 'United Kingdom'}, {'iso_3166_1': 'US', 'name': 'United States of America'}]	[{'iso_639_1': 'en', 'name': 'English'}, {'iso_639_1': 'ru', 'name': 'Pусский'}, {'iso_639_1': 'es', 'name': 'Español'}]	en	James Bond must unmask the mysterious head of the Janus Syndicate and prevent the leader from utilizing the GoldenEye weapons system to inflict devastating revenge on Britain.	14.686036	6.6	1194.0	{'id': 645, 'name': 'James Bond Collection', 'poster_path': '/HORpg5CSkmeQlAolx3bKMrKgfi.jpg', 'backdrop_path': '/6VcVl48kNKvdXOZfJPdarlUGOsk.jpg'}	Released	6.07

	movie_id	title	tagline	release_date	release_year	runtime	genres	production_companies	production_countries	spoken_languages	original_language	overview	popularity	vote_average	vote_count	belongs_to_collection	status
45366	67179	St. Michael Had a Rooster	nan	1972-01-01	1972	90.0	[]	[]	[]	[{'iso_639_1': 'it', 'name': 'Italiano'}]	it	Sentenced to life imprisonment for illegal activities, Italian International member Giulio Manieri holds on to his political ideals while struggling against madness in the loneliness of his prison cell.	0.225051	6.0	3.0	NaN	Released
45367	84419	House of Horrors	Meet...The CREEPER!	1946-03-29	1946	65.0	[{'id': 27, 'name': 'Horror'}, {'id': 9648, 'name': 'Mystery'}, {'id': 53, 'name': 'Thriller'}]	[{'name': 'Universal Pictures', 'id': 33}]	[{'iso_3166_1': 'US', 'name': 'United States of America'}]	[{'iso_639_1': 'en', 'name': 'English'}]	en	An unsuccessful sculptor saves a madman named "The Creeper" from drowning. Seeing an opportunity for revenge, he tricks the psycho into murdering his critics.	0.222814	6.3	8.0	NaN	Released
45368	390959	Shadow of the Blair Witch	nan	2000-10-22	2000	45.0	[{'id': 9648, 'name': 'Mystery'}, {'id': 27, 'name': 'Horror'}]	[]	[]	[{'iso_639_1': 'en', 'name': 'English'}]	en	In this true-crime documentary, we delve into the murder spree that was the inspiration for Joe Berlinger's "Book of Shadows: Blair Witch 2".	0.076061	7.0	2.0	NaN	Released
45369	289923	The Burkittsville 7	Do you know what happened 50 years before "The Blair Witch Project"?	2000-10-03	2000	30.0	[{'id': 27, 'name': 'Horror'}]	[{'name': 'Neptune Salad Entertainment', 'id': 27570}, {'name': 'Pirie Productions', 'id': 27571}]	[{'iso_3166_1': 'US', 'name': 'United States of America'}]	[{'iso_639_1': 'en', 'name': 'English'}]	en	A film archivist revisits the story of Rustin Parr, a hermit thought to have murdered seven children while under the possession of the Blair Witch.	0.386450	7.0	1.0	NaN	Released
45370	222848	Caged Heat 3000	nan	1995-01-01	1995	85.0	[{'id': 878, 'name': 'Science Fiction'}]	[{'name': 'Concorde-New Horizons', 'id': 4688}]	[{'iso_3166_1': 'US', 'name': 'United States of America'}]	[{'iso_639_1': 'en', 'name': 'English'}]	en	It's the year 3000 AD. The world's most dangerous women are banished to a remote asteroid 45 million light years from earth. Kira Murphy doesn't belong; wrongfully accused of a crime she did not commit, she's thrown in this interplanetary prison and left to her own defenses. But Kira's a fighter, and soon she finds herself in the middle of a female gang war; where everyone wants a piece of the action... and a piece of her! "Caged Heat 3000" takes the Women-in-Prison genre to a whole new level... and a whole new galaxy!	0.661558	3.5	1.0	NaN	Released
45371	30840	Robin Hood	nan	1991-05-13	1991	104.0	[{'id': 18, 'name': 'Drama'}, {'id': 28, 'name': 'Action'}, {'id': 10749, 'name': 'Romance'}]	[{'name': 'Westdeutscher Rundfunk (WDR)', 'id': 7025}, {'name': 'Working Title Films', 'id': 10163}, {'name': '20th Century Fox Television', 'id': 16323}, {'name': 'CanWest Global Communications', 'id': 38978}]	[{'iso_3166_1': 'CA', 'name': 'Canada'}, {'iso_3166_1': 'DE', 'name': 'Germany'}, {'iso_3166_1': 'GB', 'name': 'United Kingdom'}, {'iso_3166_1': 'US', 'name': 'United States of America'}]	[{'iso_639_1': 'en', 'name': 'English'}]	en	Yet another version of the classic epic, with enough variation to make it interesting. The story is the same, but some of the characters are quite different from the usual, in particular Uma Thurman's very special maid Marian. The photography is also great, giving the story a somewhat darker tone.	5.683753	5.7	26.0	NaN	Released
45372	111109	Century of Birthing	nan	2011-11-17	2011	360.0	[{'id': 18, 'name': 'Drama'}]	[{'name': 'Sine Olivia', 'id': 19653}]	[{'iso_3166_1': 'PH', 'name': 'Philippines'}]	[{'iso_639_1': 'tl', 'name': ''}]	tl	An artist struggles to finish his work while a storyline about a cult plays in his head.	0.178241	9.0	3.0	NaN	Released
45373	67758	Betrayal	A deadly game of wits.	2003-08-01	2003	90.0	[{'id': 28, 'name': 'Action'}, {'id': 18, 'name': 'Drama'}, {'id': 53, 'name': 'Thriller'}]	[{'name': 'American World Pictures', 'id': 6165}]	[{'iso_3166_1': 'US', 'name': 'United States of America'}]	[{'iso_639_1': 'en', 'name': 'English'}]	en	When one of her hits goes wrong, a professional assassin ends up with a suitcase full of a million dollars belonging to a mob boss ...	0.903007	3.8	6.0	NaN	Released
45374	227506	Satan Triumphant	nan	1917-10-21	1917	87.0	[]	[{'name': 'Yermoliev', 'id': 88753}]	[{'iso_3166_1': 'RU', 'name': 'Russia'}]	[]	en	In a small town live two brothers, one a minister and the other one a hunchback painter of the chapel who lives with his wife. One dreadful and stormy night, a stranger knocks at the door asking for shelter. The stranger talks about all the good things of the earthly life the minister is missing because of his puritanical faith. The minister comes to accept the stranger's viewpoint but it is others who will pay the consequences because the minister will discover the human pleasures thanks to, ehem, his sister- in -law… The tormented minister and his cuckolded brother will die in a strange accident in the chapel and later an infant will be born from the minister's adulterous relationship.	0.003503	0.0	0.0	NaN	Released
45375	461257	Queerama	nan	2017-06-09	2017	75.0	[]	[]	[{'iso_3166_1': 'GB', 'name': 'United Kingdom'}]	[{'iso_639_1': 'en', 'name': 'English'}]	en	50 years after decriminalisation of homosexuality in the UK, director Daisy Asquith mines the jewels of the BFI archive to take us into the relationships, desires, fears and expressions of gay men and women in the 20th century.	0.163015	0.0	0.0	NaN	Released

Most frequently occurring

	movie_id	title	tagline	release_date	release_year	runtime	revenue	original_language	overview	popularity	vote_average	vote_count	status	# duplicates
10	141971	Blackout	Which one is the first to return - memory or the murderer?	2008-12-26	2008	108.0	0	fi	Recovering from a nail gun shot to the head and 13 months of coma, doctor Pekka Valinta starts to unravel the mystery of his past, still suffering from total amnesia.	0.411949	6.7	3.0	Released	3
0	5511	Le Samouraï	There is no solitude greater than that of the Samurai	1967-10-25	1967	105.0	39481	fr	Hitman Jef Costello is a perfectionist who always carefully plans his murders and who never gets caught.	9.091288	7.9	187.0	Released	2
1	11115	Deal	nan	2008-01-29	2008	85.0	0	en	As an ex-gambler teaches a hot-shot college kid some things about playing cards, he finds himself pulled into the world series of poker, where his protégé is his toughest competition.	6.880365	5.2	22.0	Released	2
2	18440	Days of Darkness	nan	2007-01-01	2007	89.0	0	en	When a comet strikes Earth and kicks up a cloud of toxic dust, hundreds of humans join the ranks of the living dead. But there's bad news for the survivors: The newly minted zombies are hell-bent on eradicating every last person from the planet. For the few human beings who remain, going head to head with the flesh-eating fiends is their only chance for long-term survival. Yet their battle will be dark and cold, with overwhelming odds.	1.436085	5.0	5.0	Released	2
3	23305	The Warrior	nan	2001-09-23	2001	86.0	0	en	In feudal India, a warrior (Khan) who renounces his role as the longtime enforcer to a local lord becomes the prey in a murderous hunt through the Himalayan mountains.	1.967992	6.3	15.0	Released	2
4	25541	Brotherhood	nan	2009-10-21	2009	90.0	0	da	Former Danish servicemen Lars and Jimmy are thrown together while training in a neo-Nazi group. Moving from hostility through grudging admiration to friendship and finally passion, events take a darker turn when their illicit relationship is uncovered.	2.587911	7.1	21.0	Released	2
5	42495	King Lear	nan	1971-02-04	1971	137.0	0	en	King Lear, old and tired, divides his kingdom among his daughters, giving great importance to their protestations of love for him. When Cordelia, youngest and most honest, refuses to idly flatter the old man in return for favor, he banishes her and turns for support to his remaining daughters. But Goneril and Regan have no love for him and instead plot to take all his power from him. In a parallel, Lear's loyal courtier Gloucester favors his illegitimate son Edmund after being told lies about his faithful son Edgar. Madness and tragedy befall both ill-starred fathers.	0.187901	8.0	3.0	Rumored	2
6	97995	Seven Years Bad Luck	nan	1921-02-06	1921	62.0	0	en	After breaking a mirror in his home, superstitious Max tries to avoid situations which could bring bad luck but in doing so, causes himself the worst luck imaginable.	0.141558	5.6	4.0	Released	2
7	99080	The Viking	Actually produced during the Great Newfoundland Seal Hunt and You see the REAL thing	1931-06-21	1931	70.0	0	en	Originally called White Thunder, American producer Varick Frissell's 1931 film was inspired by his love for the Canadian Arctic Circle. Set in a beautifully black-and-white filmed Newfoundland, it is the story of a rivalry between two seal hunters that plays out on the ice floes during a hunt. Unsatisfied with the first cut, Frissell arranged for the crew to accompany an actual Newfoundland seal hunt on The SS Viking, on which an explosion of dynamite (carried regularly at the time on Arctic ships to combat ice jams) killed many members of the crew, including Frissell. The film was renamed in honor of the dead.	0.002362	0.0	0.0	Released	2
8	105045	The Promise	A love, a hope, a wall.	1995-02-16	1995	115.0	0	de	East-Berlin, 1961, shortly after the erection of the Wall. Konrad, Sophie and three of their friends plan a daring escape to Western Germany. The attempt is successful, except for Konrad, who remains behind. From then on, and for the next 28 years, Konrad and Sophie will attempt to meet again, in spite of the Iron Curtain. Konrad, who has become a reputed Astrophysicist, tries to take advantage of scientific congresses outside Eastern Germany to arrange encounters with Sophie. But in a country where the political police, the Stasi, monitors the moves of all suspicious people (such as Konrad's sister Barbara and her husband Harald), preserving one's privacy, ideals and self-respect becomes an exhausting fight, even as the Eastern block begins its long process of disintegration.	0.122178	5.0	1.0	Released	2

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